MEGA-Bench - Application: Planning: leaderboard

Metric: Average Score (%). Source: huggingface.co. 44 models tracked.

Top models

#ModelScore
1Gemini 2.5 Pro (Preview 03-25)51.7
2Claude 3.5 Sonnet (20241022)39.9
3Claude 3.5 Sonnet (20240620)33.8
4Gemini 1.5 Pro (002)33.4
5GPT-4o33.2
6Qwen 2 VL 72B30.7
7Gemini 1.5 Flash (002)26.4
8InternVL2.5-78B26.4
9InternVL3-78B25.2
10Gemma 3 27B (IT)25
11GPT-4o Mini24.2
12InternVL3-38B20
13Gemma 3 12B (IT)18.6
14Qwen 2 VL 7B18.1
15InternVL3-8B17.1

Interactive version: theaggregate.ai/benchmark?slug=mega-bench-application-planning · How It Works · Data refreshed daily, snapshot 2026-09-05.